Run
8627622

Run 8627622

Task 9910 (Supervised Classification) Bioresponse Uploaded 08-12-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1594
mlr.classif.ranger(16)_mtry1243
mlr.classif.ranger(16)_min.node.size27
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.25440534837544
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8539
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.786
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5683
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1449.4363
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3219
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7862
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7865
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7865
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6483
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3927
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7882
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1214.6836
UserCPU time millis
5442.286
UserCPU time millis testing
4.585
UserCPU time millis training
5437.701